| Presentation | 2022-03-08 The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People Jevri Tri Ardiansah, Okazaki Yasuhisa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The capacity to read and write is called literacy. Literacy is necessary for a good education, a good job, and a high quality of life. Braille is a form of literacy for Visually Impaired People(VIP). To increase the literacy for VIP, a braille self-study tool prototype is developed in this study. The self-study tool concept utilizes a smartphone application, and a flashcard contains real braille which is designed based on beginner braille material. The application?s voice output allows VIP to learn braille by using the drilling method. The braille pattern recognition utilizes Machine Learning which gives real-time object detection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Braille / Visual Impaired People / Image Computing / YOLO / Self-study Tool / TensorFLow / Flutter / Machine Learning |
| Paper # | WIT2021-45 |
| Date of Issue | 2022-03-01 (WIT) |
| Conference Information | |
| Committee | WIT / IPSJ-AAC |
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| Conference Date | 2022/3/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinji Sakou(Nagoya Inst. of Tech.) |
| Vice Chair | Tomohiro Amemiya(Univ. of Tokyo) |
| Secretary | Tomohiro Amemiya(Saitama Industrial Tech. Center) / (Teikyo Univ.) |
| Assistant | Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) / Tomoyasu Komori(NHK) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology / Special Interest Group on Assistive & Accessible Computin |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The Prototype of a Real Time Mobile Braille Pattern Detection Utilizing Machine Learning for a Self-study Tool for Visually Impaired People |
| Sub Title (in English) | |
| Keyword(1) | Braille |
| Keyword(2) | Visual Impaired People |
| Keyword(3) | Image Computing |
| Keyword(4) | YOLO |
| Keyword(5) | Self-study Tool |
| Keyword(6) | TensorFLow |
| Keyword(7) | Flutter |
| Keyword(8) | Machine Learning |
| 1st Author's Name | Jevri Tri Ardiansah |
| 1st Author's Affiliation | Saga University(Saga University) |
| 2nd Author's Name | Okazaki Yasuhisa |
| 2nd Author's Affiliation | Saga University(Saga University) |
| Date | 2022-03-08 |
| Paper # | WIT2021-45 |
| Volume (vol) | vol.121 |
| Number (no) | WIT-418 |
| Page | pp.pp.12-17(WIT), |
| #Pages | 6 |
| Date of Issue | 2022-03-01 (WIT) |